Publications by the researcher in collaboration with Arantza Casillas Rubio (26)

2023

  1. State-of-the-Art in Language Technology and Language-centric Artificial Intelligence

    Cognitive Technologies (Springer Science and Business Media Deutschland GmbH), pp. 13-38

2021

  1. DOTT-HEALTH: Development of text-based technology to support diagnosis, prevention and HEALTH institutions management

    CEUR Workshop Proceedings

2019

  1. Ixamed at eHealth-KD challenge 2019 using different paradigms to solve clinical relation extraction

    CEUR Workshop Proceedings

2018

  1. A hybrid approach for automatic disability annotation

    CEUR Workshop Proceedings

  2. Automatic misogyny identification using neural networks

    CEUR Workshop Proceedings

  3. Cardiology record multi-label classification using latent Dirichlet allocation

    Computer Methods and Programs in Biomedicine, Vol. 164, pp. 111-119

  4. Ensembles for clinical entity extraction

    Procesamiento del lenguaje natural, Núm. 60, pp. 13-20

  5. Inferred joint multigram models for medical term normalization according to ICD

    International Journal of Medical Informatics, Vol. 110, pp. 111-117

  6. IxaMed at CLEF eHealth 2018 task 1: ICD10 coding with a sequence-to-sequence approach

    CEUR Workshop Proceedings

2017

  1. Semi-supervised medical entity recognition: A study on Spanish and Swedish clinical corpora

    Journal of Biomedical Informatics, Vol. 71, pp. 16-30

2016

  1. Clinical text mining for efficient extraction of drug-allergy reactions

    Proceedings - 2016 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2016

  2. Deteami research-transference project: natural language processing technologies to the aid of pharmacy and pharmacosurveillance

    Procesamiento del lenguaje natural, Núm. 57, pp. 155-158

  3. Document-level adverse drug reaction event extraction on electronic health records in Spanish

    Procesamiento del lenguaje natural, Núm. 56, pp. 49-56

  4. IXAmed-IE: On-line medical entity identification and ADR event extraction in Spanish

    Proceedings - 2016 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2016

  5. Learning to extract adverse drug reaction events from electronic health records in Spanish

    Expert Systems with Applications, Vol. 61, pp. 235-245

2015

  1. Computer aided classification of diagnostic terms in spanish

    Expert Systems with Applications, Vol. 42, Núm. 6, pp. 2949-2958

  2. On the creation of a clinical gold standard corpus in Spanish: Mining adverse drug reactions

    Journal of Biomedical Informatics, Vol. 56, pp. 318-332

2014

  1. Adverse drug event prediction combining shallow analysis and machine learning

    Proceedings of the 5th International Workshop on Health Text Mining and Information Analysis, Louhi 2014 at the 14th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2014

  2. IxaMed: Applying Freeling and a Perceptron Sequential Tagger at the Shared Task on Analyzing Clinical Texts

    8th International Workshop on Semantic Evaluation, SemEval 2014 - co-located with the 25th International Conference on Computational Linguistics, COLING 2014, Proceedings

  3. The aid of machine learning to overcome the classification of real health discharge reports written in Spanish

    Procesamiento del lenguaje natural, Núm. 53, pp. 77-84